The MLnotes Newsletter

The MLnotes Newsletter

Home
AB Testing
ML Interviews
Career in AI
AI Tools
AI Events
About

AI Tools

Improving Retrieval Augmented Generation with CRAG
Retrieval Augmented Generation (RAG) is a technique that integrates external knowledge sources into large language models (LLMs) to enhance their…
 • 
Angelina Yang
 and 
Mehdi Allahyari
Griffin: New LLM Architecture Conquer Long Contexts
Recurrent neural networks (RNNs) have fast inference and scale efficiently on long sequences, but they are difficult to train and hard to scale.
 • 
Angelina Yang
 and 
Mehdi Allahyari
Private, No-Code Alternatives to ChatGPT on Your Desktop
Are you concerned with privacy when using AI chatbots like ChatGPT?
 • 
Angelina Yang
 and 
Mehdi Allahyari
Boost Your RAG Systems with Semantic Caching
For retrieval-augmented generation (RAG) AI applications, semantic caching offers a powerful optimization to handle repetitive user queries efficiently.
 • 
Angelina Yang
 and 
Mehdi Allahyari
4 Patterns of Agentic Reasoning Design
Today, the way most of us interact with Language Models (LMs) is akin to a non-agentic workflow.
 • 
Angelina Yang
 and 
Mehdi Allahyari
How to Generate Structured Output with LLM?
Do your products or use cases need structured output?
 • 
Angelina Yang
 and 
Mehdi Allahyari
🦖RAPTOR🦖 Implementation Code Walk-through
Last week we talked about RAPTOR - an advanced RAG technique that features recursive hierarchical clustering.
 • 
Angelina Yang
 and 
Mehdi Allahyari
🦖RAPTOR🦖 for Advanced RAG
“Retrieval-augmented language models can better adapt to changes in world state and incorporate long-tail knowledge.”
 • 
Angelina Yang
 and 
Mehdi Allahyari
No More Text2SQL, It's Now RAG2SQL!
Text2SQL was awfully popular last year.
 • 
Angelina Yang
 and 
Mehdi Allahyari
Still Using Jupyter Notebook? Check This New Alternative Out!🤩
Speaking of alternatives for Jupyter Notebooks, you might already be familiar with tools like Google Colab, or Kaggle Notebook.
 • 
Angelina Yang
DeepSeek Coder - Your Best 🦄 Copilot
Today’s post is inspired by the amazing performance of DeepSeek’s latest code language models - the DeepSeek Coder.
 • 
Angelina Yang
Castly Is Now Officially Launched! 🚀
Since our recent intro to the writing tool, Castly, I have had the privilege of being a beta user since its launch.
 • 
Angelina Yang
© 2025 MLnotes
Privacy ∙ Terms ∙ Collection notice
Start writingGet the app
Substack is the home for great culture